Dataset statistics
| Number of variables | 18 |
|---|---|
| Number of observations | 10000 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.4 MiB |
| Average record size in memory | 144.0 B |
Variable types
| Numeric | 16 |
|---|---|
| Categorical | 2 |
GT Compressor inlet air temperature (T1) [C] has constant value "288.0" | Constant |
GT Compressor inlet air pressure (P1) [bar] has constant value "0.998" | Constant |
Lever position (lp) [ ] is highly correlated with Ship speed (v) [knots] and 12 other fields | High correlation |
Ship speed (v) [knots] is highly correlated with Lever position (lp) [ ] and 12 other fields | High correlation |
Gas Turbine shaft torque (GTT) [kN m] is highly correlated with Lever position (lp) [ ] and 12 other fields | High correlation |
Gas Turbine rate of revolutions (GTn) [rpm] is highly correlated with Lever position (lp) [ ] and 12 other fields | High correlation |
Gas Generator rate of revolutions (GGn) [rpm] is highly correlated with Lever position (lp) [ ] and 12 other fields | High correlation |
Starboard Propeller Torque (Ts) [kN] is highly correlated with Lever position (lp) [ ] and 12 other fields | High correlation |
Port Propeller Torque (Tp) [kN] is highly correlated with Lever position (lp) [ ] and 12 other fields | High correlation |
HP Turbine exit temperature (T48) [C] is highly correlated with Lever position (lp) [ ] and 12 other fields | High correlation |
GT Compressor outlet air temperature (T2) [C] is highly correlated with Lever position (lp) [ ] and 12 other fields | High correlation |
HP Turbine exit pressure (P48) [bar] is highly correlated with Lever position (lp) [ ] and 12 other fields | High correlation |
GT Compressor outlet air pressure (P2) [bar] is highly correlated with Lever position (lp) [ ] and 12 other fields | High correlation |
Gas Turbine exhaust gas pressure (Pexh) [bar] is highly correlated with Lever position (lp) [ ] and 12 other fields | High correlation |
Turbine Injecton Control (TIC) [%] is highly correlated with Lever position (lp) [ ] and 12 other fields | High correlation |
Fuel flow (mf) [kg/s] is highly correlated with Lever position (lp) [ ] and 12 other fields | High correlation |
Lever position (lp) [ ] is highly correlated with Ship speed (v) [knots] and 12 other fields | High correlation |
Ship speed (v) [knots] is highly correlated with Lever position (lp) [ ] and 12 other fields | High correlation |
Gas Turbine shaft torque (GTT) [kN m] is highly correlated with Lever position (lp) [ ] and 12 other fields | High correlation |
Gas Turbine rate of revolutions (GTn) [rpm] is highly correlated with Lever position (lp) [ ] and 12 other fields | High correlation |
Gas Generator rate of revolutions (GGn) [rpm] is highly correlated with Lever position (lp) [ ] and 12 other fields | High correlation |
Starboard Propeller Torque (Ts) [kN] is highly correlated with Lever position (lp) [ ] and 12 other fields | High correlation |
Port Propeller Torque (Tp) [kN] is highly correlated with Lever position (lp) [ ] and 12 other fields | High correlation |
HP Turbine exit temperature (T48) [C] is highly correlated with Lever position (lp) [ ] and 12 other fields | High correlation |
GT Compressor outlet air temperature (T2) [C] is highly correlated with Lever position (lp) [ ] and 12 other fields | High correlation |
HP Turbine exit pressure (P48) [bar] is highly correlated with Lever position (lp) [ ] and 12 other fields | High correlation |
GT Compressor outlet air pressure (P2) [bar] is highly correlated with Lever position (lp) [ ] and 12 other fields | High correlation |
Gas Turbine exhaust gas pressure (Pexh) [bar] is highly correlated with Lever position (lp) [ ] and 12 other fields | High correlation |
Turbine Injecton Control (TIC) [%] is highly correlated with Lever position (lp) [ ] and 12 other fields | High correlation |
Fuel flow (mf) [kg/s] is highly correlated with Lever position (lp) [ ] and 12 other fields | High correlation |
Lever position (lp) [ ] is highly correlated with Ship speed (v) [knots] and 12 other fields | High correlation |
Ship speed (v) [knots] is highly correlated with Lever position (lp) [ ] and 12 other fields | High correlation |
Gas Turbine shaft torque (GTT) [kN m] is highly correlated with Lever position (lp) [ ] and 12 other fields | High correlation |
Gas Turbine rate of revolutions (GTn) [rpm] is highly correlated with Lever position (lp) [ ] and 12 other fields | High correlation |
Gas Generator rate of revolutions (GGn) [rpm] is highly correlated with Lever position (lp) [ ] and 12 other fields | High correlation |
Starboard Propeller Torque (Ts) [kN] is highly correlated with Lever position (lp) [ ] and 12 other fields | High correlation |
Port Propeller Torque (Tp) [kN] is highly correlated with Lever position (lp) [ ] and 12 other fields | High correlation |
HP Turbine exit temperature (T48) [C] is highly correlated with Lever position (lp) [ ] and 12 other fields | High correlation |
GT Compressor outlet air temperature (T2) [C] is highly correlated with Lever position (lp) [ ] and 12 other fields | High correlation |
HP Turbine exit pressure (P48) [bar] is highly correlated with Lever position (lp) [ ] and 12 other fields | High correlation |
GT Compressor outlet air pressure (P2) [bar] is highly correlated with Lever position (lp) [ ] and 12 other fields | High correlation |
Gas Turbine exhaust gas pressure (Pexh) [bar] is highly correlated with Lever position (lp) [ ] and 12 other fields | High correlation |
Turbine Injecton Control (TIC) [%] is highly correlated with Lever position (lp) [ ] and 12 other fields | High correlation |
Fuel flow (mf) [kg/s] is highly correlated with Lever position (lp) [ ] and 12 other fields | High correlation |
GT Compressor inlet air temperature (T1) [C] is highly correlated with GT Compressor inlet air pressure (P1) [bar] | High correlation |
GT Compressor inlet air pressure (P1) [bar] is highly correlated with GT Compressor inlet air temperature (T1) [C] | High correlation |
Lever position (lp) [ ] is highly correlated with Ship speed (v) [knots] and 12 other fields | High correlation |
Ship speed (v) [knots] is highly correlated with Lever position (lp) [ ] and 12 other fields | High correlation |
Gas Turbine shaft torque (GTT) [kN m] is highly correlated with Lever position (lp) [ ] and 12 other fields | High correlation |
Gas Turbine rate of revolutions (GTn) [rpm] is highly correlated with Lever position (lp) [ ] and 12 other fields | High correlation |
Gas Generator rate of revolutions (GGn) [rpm] is highly correlated with Lever position (lp) [ ] and 12 other fields | High correlation |
Starboard Propeller Torque (Ts) [kN] is highly correlated with Lever position (lp) [ ] and 12 other fields | High correlation |
Port Propeller Torque (Tp) [kN] is highly correlated with Lever position (lp) [ ] and 12 other fields | High correlation |
HP Turbine exit temperature (T48) [C] is highly correlated with Lever position (lp) [ ] and 12 other fields | High correlation |
GT Compressor outlet air temperature (T2) [C] is highly correlated with Lever position (lp) [ ] and 12 other fields | High correlation |
HP Turbine exit pressure (P48) [bar] is highly correlated with Lever position (lp) [ ] and 12 other fields | High correlation |
GT Compressor outlet air pressure (P2) [bar] is highly correlated with Lever position (lp) [ ] and 12 other fields | High correlation |
Gas Turbine exhaust gas pressure (Pexh) [bar] is highly correlated with Lever position (lp) [ ] and 12 other fields | High correlation |
Turbine Injecton Control (TIC) [%] is highly correlated with Lever position (lp) [ ] and 12 other fields | High correlation |
Fuel flow (mf) [kg/s] is highly correlated with Lever position (lp) [ ] and 12 other fields | High correlation |
Turbine Injecton Control (TIC) [%] has 626 (6.3%) zeros | Zeros |
Reproduction
| Analysis started | 2021-10-24 13:19:19.201998 |
|---|---|
| Analysis finished | 2021-10-24 13:20:13.934412 |
| Duration | 54.73 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
Lever position (lp) [ ]
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 9 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.1500753 |
| Minimum | 1.138 |
|---|---|
| Maximum | 9.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 1.138 |
|---|---|
| 5-th percentile | 1.138 |
| Q1 | 3.144 |
| median | 5.14 |
| Q3 | 7.148 |
| 95-th percentile | 9.3 |
| Maximum | 9.3 |
| Range | 8.162 |
| Interquartile range (IQR) | 4.004 |
Descriptive statistics
| Standard deviation | 2.624015432 |
|---|---|
| Coefficient of variation (CV) | 0.50951011 |
| Kurtosis | -1.213124423 |
| Mean | 5.1500753 |
| Median Absolute Deviation (MAD) | 2.008 |
| Skewness | 0.0275221423 |
| Sum | 51500.753 |
| Variance | 6.88545699 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.161 | 1133 | |
| 7.148 | 1127 | |
| 1.138 | 1126 | |
| 3.144 | 1111 | |
| 8.206 | 1110 | |
| 2.088 | 1109 | |
| 5.14 | 1108 | |
| 6.175 | 1088 | |
| 9.3 | 1088 |
| Value | Count | Frequency (%) |
| 1.138 | 1126 | |
| 2.088 | 1109 | |
| 3.144 | 1111 | |
| 4.161 | 1133 | |
| 5.14 | 1108 | |
| 6.175 | 1088 | |
| 7.148 | 1127 | |
| 8.206 | 1110 | |
| 9.3 | 1088 |
| Value | Count | Frequency (%) |
| 9.3 | 1088 | |
| 8.206 | 1110 | |
| 7.148 | 1127 | |
| 6.175 | 1088 | |
| 5.14 | 1108 | |
| 4.161 | 1133 | |
| 3.144 | 1111 | |
| 2.088 | 1109 | |
| 1.138 | 1126 |
Ship speed (v) [knots]
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 9 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.9514 |
| Minimum | 3 |
|---|---|
| Maximum | 27 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 9 |
| median | 15 |
| Q3 | 21 |
| 95-th percentile | 27 |
| Maximum | 27 |
| Range | 24 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 7.740467009 |
|---|---|
| Coefficient of variation (CV) | 0.5177085095 |
| Kurtosis | -1.229499395 |
| Mean | 14.9514 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.005317656951 |
| Sum | 149514 |
| Variance | 59.91482952 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12 | 1133 | |
| 21 | 1127 | |
| 3 | 1126 | |
| 9 | 1111 | |
| 24 | 1110 | |
| 6 | 1109 | |
| 15 | 1108 | |
| 18 | 1088 | |
| 27 | 1088 |
| Value | Count | Frequency (%) |
| 3 | 1126 | |
| 6 | 1109 | |
| 9 | 1111 | |
| 12 | 1133 | |
| 15 | 1108 | |
| 18 | 1088 | |
| 21 | 1127 | |
| 24 | 1110 | |
| 27 | 1088 |
| Value | Count | Frequency (%) |
| 27 | 1088 | |
| 24 | 1110 | |
| 21 | 1127 | |
| 18 | 1088 | |
| 15 | 1108 | |
| 12 | 1133 | |
| 9 | 1111 | |
| 6 | 1109 | |
| 3 | 1126 |
Gas Turbine shaft torque (GTT) [kN m]
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 9634 |
|---|---|
| Distinct (%) | 96.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27100.64771 |
| Minimum | 253.547 |
|---|---|
| Maximum | 72783.338 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 253.547 |
|---|---|
| 5-th percentile | 2799.30905 |
| Q1 | 8375.7915 |
| median | 21630.1335 |
| Q3 | 39000.71025 |
| 95-th percentile | 72770.53605 |
| Maximum | 72783.338 |
| Range | 72529.791 |
| Interquartile range (IQR) | 30624.91875 |
Descriptive statistics
| Standard deviation | 22062.78031 |
|---|---|
| Coefficient of variation (CV) | 0.8141052767 |
| Kurtosis | -0.4907658011 |
| Mean | 27100.64771 |
| Median Absolute Deviation (MAD) | 16130.772 |
| Skewness | 0.7726586677 |
| Sum | 271006477.1 |
| Variance | 486766274.9 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 50994.506 | 3 | < 0.1% |
| 50993.974 | 3 | < 0.1% |
| 8378.705 | 3 | < 0.1% |
| 14721.669 | 3 | < 0.1% |
| 50994.595 | 3 | < 0.1% |
| 50992.863 | 3 | < 0.1% |
| 14722.793 | 3 | < 0.1% |
| 14724.099 | 3 | < 0.1% |
| 29761.695 | 3 | < 0.1% |
| 14717.718 | 3 | < 0.1% |
| Other values (9624) | 9970 |
| Value | Count | Frequency (%) |
| 253.547 | 1 | |
| 267.668 | 1 | |
| 268.738 | 1 | |
| 269.362 | 1 | |
| 276.699 | 1 | |
| 283.855 | 1 | |
| 284.459 | 1 | |
| 287.329 | 1 | |
| 289.964 | 1 | |
| 290.029 | 1 |
| Value | Count | Frequency (%) |
| 72783.338 | 1 | |
| 72782.999 | 1 | |
| 72782.802 | 1 | |
| 72782.758 | 1 | |
| 72782.59 | 1 | |
| 72782.308 | 1 | |
| 72782.128 | 1 | |
| 72781.979 | 1 | |
| 72781.86 | 1 | |
| 72781.851 | 1 |
Gas Turbine rate of revolutions (GTn) [rpm]
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 3422 |
|---|---|
| Distinct (%) | 34.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2131.151788 |
| Minimum | 1307.675 |
|---|---|
| Maximum | 3560.741 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 1307.675 |
|---|---|
| 5-th percentile | 1346.1229 |
| Q1 | 1386.758 |
| median | 1924.325 |
| Q3 | 2678.078 |
| 95-th percentile | 3560.405 |
| Maximum | 3560.741 |
| Range | 2253.066 |
| Interquartile range (IQR) | 1291.32 |
Descriptive statistics
| Standard deviation | 772.2117315 |
|---|---|
| Coefficient of variation (CV) | 0.3623447827 |
| Kurtosis | -1.084236034 |
| Mean | 2131.151788 |
| Median Absolute Deviation (MAD) | 537.596 |
| Skewness | 0.574645572 |
| Sum | 21311517.88 |
| Variance | 596310.9583 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2678.078 | 60 | 0.6% |
| 2678.077 | 54 | 0.5% |
| 2678.076 | 51 | 0.5% |
| 1547.463 | 45 | 0.4% |
| 2678.075 | 44 | 0.4% |
| 1547.455 | 43 | 0.4% |
| 1547.459 | 43 | 0.4% |
| 1547.454 | 42 | 0.4% |
| 2678.082 | 41 | 0.4% |
| 1547.458 | 41 | 0.4% |
| Other values (3412) | 9536 |
| Value | Count | Frequency (%) |
| 1307.675 | 1 | |
| 1308.2 | 1 | |
| 1308.226 | 1 | |
| 1308.371 | 1 | |
| 1308.722 | 1 | |
| 1308.778 | 1 | |
| 1309.019 | 1 | |
| 1309.215 | 1 | |
| 1309.273 | 1 | |
| 1309.311 | 1 |
| Value | Count | Frequency (%) |
| 3560.741 | 1 | |
| 3560.74 | 1 | |
| 3560.726 | 1 | |
| 3560.72 | 1 | |
| 3560.703 | 1 | |
| 3560.651 | 1 | |
| 3560.563 | 1 | |
| 3560.547 | 1 | |
| 3560.493 | 1 | |
| 3560.486 | 1 |
Gas Generator rate of revolutions (GGn) [rpm]
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 9926 |
|---|---|
| Distinct (%) | 99.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8194.182366 |
| Minimum | 6589.002 |
|---|---|
| Maximum | 9797.103 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 6589.002 |
|---|---|
| 5-th percentile | 6659.2274 |
| Q1 | 7056.5205 |
| median | 8480.527 |
| Q3 | 9132.1325 |
| 95-th percentile | 9762.36415 |
| Maximum | 9797.103 |
| Range | 3208.101 |
| Interquartile range (IQR) | 2075.612 |
Descriptive statistics
| Standard deviation | 1090.569425 |
|---|---|
| Coefficient of variation (CV) | 0.1330906949 |
| Kurtosis | -1.492093721 |
| Mean | 8194.182366 |
| Median Absolute Deviation (MAD) | 827.5685 |
| Skewness | -0.1319092547 |
| Sum | 81941823.66 |
| Variance | 1189341.672 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6589.002 | 6 | 0.1% |
| 8780.01 | 3 | < 0.1% |
| 8782.024 | 3 | < 0.1% |
| 8781.017 | 3 | < 0.1% |
| 8788.101 | 2 | < 0.1% |
| 9115.828 | 2 | < 0.1% |
| 9131.922 | 2 | < 0.1% |
| 9309.111 | 2 | < 0.1% |
| 9135.434 | 2 | < 0.1% |
| 9759.234 | 2 | < 0.1% |
| Other values (9916) | 9973 |
| Value | Count | Frequency (%) |
| 6589.002 | 6 | |
| 6592.991 | 1 | < 0.1% |
| 6595.162 | 1 | < 0.1% |
| 6595.894 | 1 | < 0.1% |
| 6596.008 | 1 | < 0.1% |
| 6596.467 | 1 | < 0.1% |
| 6596.721 | 1 | < 0.1% |
| 6597.134 | 1 | < 0.1% |
| 6597.162 | 1 | < 0.1% |
| 6598.729 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 9797.103 | 1 | |
| 9796.052 | 1 | |
| 9795.778 | 1 | |
| 9795.386 | 1 | |
| 9795.105 | 1 | |
| 9794.645 | 1 | |
| 9794.325 | 1 | |
| 9794.213 | 1 | |
| 9793.905 | 1 | |
| 9793.792 | 1 |
Starboard Propeller Torque (Ts) [kN]
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 3880 |
|---|---|
| Distinct (%) | 38.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 225.957785 |
| Minimum | 5.304 |
|---|---|
| Maximum | 645.249 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 5.304 |
|---|---|
| 5-th percentile | 8.17445 |
| Q1 | 60.317 |
| median | 175.264 |
| Q3 | 332.36 |
| 95-th percentile | 644.948 |
| Maximum | 645.249 |
| Range | 639.945 |
| Interquartile range (IQR) | 272.043 |
Descriptive statistics
| Standard deviation | 199.7378861 |
|---|---|
| Coefficient of variation (CV) | 0.8839610731 |
| Kurtosis | -0.4103431475 |
| Mean | 225.957785 |
| Median Absolute Deviation (MAD) | 148.5595 |
| Skewness | 0.8137916195 |
| Sum | 2259577.85 |
| Variance | 39895.22315 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 60.346 | 25 | 0.2% |
| 60.337 | 23 | 0.2% |
| 60.348 | 22 | 0.2% |
| 113.748 | 22 | 0.2% |
| 60.352 | 22 | 0.2% |
| 60.334 | 21 | 0.2% |
| 113.758 | 20 | 0.2% |
| 113.79 | 20 | 0.2% |
| 113.772 | 20 | 0.2% |
| 60.344 | 19 | 0.2% |
| Other values (3870) | 9786 |
| Value | Count | Frequency (%) |
| 5.304 | 1 | |
| 5.313 | 1 | |
| 5.318 | 1 | |
| 5.34 | 1 | |
| 5.341 | 1 | |
| 5.346 | 2 | |
| 5.348 | 2 | |
| 5.35 | 1 | |
| 5.359 | 1 | |
| 5.364 | 1 |
| Value | Count | Frequency (%) |
| 645.249 | 1 | |
| 645.236 | 1 | |
| 645.213 | 1 | |
| 645.182 | 2 | |
| 645.181 | 1 | |
| 645.18 | 1 | |
| 645.178 | 2 | |
| 645.176 | 1 | |
| 645.175 | 1 | |
| 645.173 | 1 |
Port Propeller Torque (Tp) [kN]
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 3880 |
|---|---|
| Distinct (%) | 38.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 225.957785 |
| Minimum | 5.304 |
|---|---|
| Maximum | 645.249 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 5.304 |
|---|---|
| 5-th percentile | 8.17445 |
| Q1 | 60.317 |
| median | 175.264 |
| Q3 | 332.36 |
| 95-th percentile | 644.948 |
| Maximum | 645.249 |
| Range | 639.945 |
| Interquartile range (IQR) | 272.043 |
Descriptive statistics
| Standard deviation | 199.7378861 |
|---|---|
| Coefficient of variation (CV) | 0.8839610731 |
| Kurtosis | -0.4103431475 |
| Mean | 225.957785 |
| Median Absolute Deviation (MAD) | 148.5595 |
| Skewness | 0.8137916195 |
| Sum | 2259577.85 |
| Variance | 39895.22315 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 60.346 | 25 | 0.2% |
| 60.337 | 23 | 0.2% |
| 60.348 | 22 | 0.2% |
| 113.748 | 22 | 0.2% |
| 60.352 | 22 | 0.2% |
| 60.334 | 21 | 0.2% |
| 113.758 | 20 | 0.2% |
| 113.79 | 20 | 0.2% |
| 113.772 | 20 | 0.2% |
| 60.344 | 19 | 0.2% |
| Other values (3870) | 9786 |
| Value | Count | Frequency (%) |
| 5.304 | 1 | |
| 5.313 | 1 | |
| 5.318 | 1 | |
| 5.34 | 1 | |
| 5.341 | 1 | |
| 5.346 | 2 | |
| 5.348 | 2 | |
| 5.35 | 1 | |
| 5.359 | 1 | |
| 5.364 | 1 |
| Value | Count | Frequency (%) |
| 645.249 | 1 | |
| 645.236 | 1 | |
| 645.213 | 1 | |
| 645.182 | 2 | |
| 645.181 | 1 | |
| 645.18 | 1 | |
| 645.178 | 2 | |
| 645.176 | 1 | |
| 645.175 | 1 | |
| 645.173 | 1 |
HP Turbine exit temperature (T48) [C]
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 9890 |
|---|---|
| Distinct (%) | 98.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 734.4761775 |
| Minimum | 444.731 |
|---|---|
| Maximum | 1115.797 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 444.731 |
|---|---|
| 5-th percentile | 504.4347 |
| Q1 | 589.841 |
| median | 705.351 |
| Q3 | 833.15475 |
| 95-th percentile | 1078.20325 |
| Maximum | 1115.797 |
| Range | 671.066 |
| Interquartile range (IQR) | 243.31375 |
Descriptive statistics
| Standard deviation | 173.0091567 |
|---|---|
| Coefficient of variation (CV) | 0.2355544836 |
| Kurtosis | -0.6176778941 |
| Mean | 734.4761775 |
| Median Absolute Deviation (MAD) | 120.235 |
| Skewness | 0.5693826172 |
| Sum | 7344761.775 |
| Variance | 29932.1683 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 574.611 | 3 | < 0.1% |
| 776.229 | 2 | < 0.1% |
| 586.367 | 2 | < 0.1% |
| 639.069 | 2 | < 0.1% |
| 698.817 | 2 | < 0.1% |
| 504.871 | 2 | < 0.1% |
| 588.186 | 2 | < 0.1% |
| 638.186 | 2 | < 0.1% |
| 834.16 | 2 | < 0.1% |
| 828.535 | 2 | < 0.1% |
| Other values (9880) | 9979 |
| Value | Count | Frequency (%) |
| 444.731 | 1 | |
| 446.176 | 1 | |
| 446.605 | 1 | |
| 446.683 | 1 | |
| 446.949 | 1 | |
| 447.248 | 1 | |
| 447.367 | 1 | |
| 447.407 | 1 | |
| 448.02 | 1 | |
| 448.229 | 1 |
| Value | Count | Frequency (%) |
| 1115.797 | 1 | |
| 1114.887 | 1 | |
| 1114.609 | 1 | |
| 1113.985 | 1 | |
| 1113.705 | 1 | |
| 1113.433 | 1 | |
| 1113.084 | 1 | |
| 1112.799 | 1 | |
| 1112.526 | 1 | |
| 1112.253 | 1 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| 288.0 |
|---|
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 288.0 |
|---|---|
| 2nd row | 288.0 |
| 3rd row | 288.0 |
| 4th row | 288.0 |
| 5th row | 288.0 |
Common Values
| Value | Count | Frequency (%) |
| 288.0 | 10000 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 288.0 | 10000 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
GT Compressor outlet air temperature (T2) [C]
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 9694 |
|---|---|
| Distinct (%) | 96.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 645.7489804 |
| Minimum | 540.999 |
|---|---|
| Maximum | 789.094 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 540.999 |
|---|---|
| 5-th percentile | 556.34095 |
| Q1 | 577.98075 |
| median | 636.8 |
| Q3 | 693.65675 |
| 95-th percentile | 778.9491 |
| Maximum | 789.094 |
| Range | 248.095 |
| Interquartile range (IQR) | 115.676 |
Descriptive statistics
| Standard deviation | 72.48303638 |
|---|---|
| Coefficient of variation (CV) | 0.1122464589 |
| Kurtosis | -1.024022885 |
| Mean | 645.7489804 |
| Median Absolute Deviation (MAD) | 58.1345 |
| Skewness | 0.4335160588 |
| Sum | 6457489.804 |
| Variance | 5253.790563 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 559.331 | 4 | < 0.1% |
| 772.08 | 3 | < 0.1% |
| 561.652 | 3 | < 0.1% |
| 559.928 | 3 | < 0.1% |
| 559.238 | 3 | < 0.1% |
| 577.215 | 3 | < 0.1% |
| 779.453 | 3 | < 0.1% |
| 732.915 | 2 | < 0.1% |
| 683.314 | 2 | < 0.1% |
| 605.731 | 2 | < 0.1% |
| Other values (9684) | 9972 |
| Value | Count | Frequency (%) |
| 540.999 | 1 | |
| 541.031 | 1 | |
| 541.743 | 1 | |
| 541.973 | 1 | |
| 542.288 | 1 | |
| 542.356 | 1 | |
| 542.388 | 1 | |
| 542.534 | 1 | |
| 542.821 | 1 | |
| 542.994 | 1 |
| Value | Count | Frequency (%) |
| 789.094 | 1 | |
| 788.949 | 1 | |
| 788.806 | 1 | |
| 788.722 | 1 | |
| 788.664 | 1 | |
| 788.577 | 1 | |
| 788.523 | 1 | |
| 788.433 | 1 | |
| 788.382 | 1 | |
| 788.352 | 1 |
HP Turbine exit pressure (P48) [bar]
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 523 |
|---|---|
| Distinct (%) | 5.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.3457322 |
| Minimum | 1.093 |
|---|---|
| Maximum | 4.56 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 1.093 |
|---|---|
| 5-th percentile | 1.195 |
| Q1 | 1.389 |
| median | 2.082 |
| Q3 | 2.981 |
| 95-th percentile | 4.516 |
| Maximum | 4.56 |
| Range | 3.467 |
| Interquartile range (IQR) | 1.592 |
Descriptive statistics
| Standard deviation | 1.081037747 |
|---|---|
| Coefficient of variation (CV) | 0.460853011 |
| Kurtosis | -0.6925753588 |
| Mean | 2.3457322 |
| Median Absolute Deviation (MAD) | 0.796 |
| Skewness | 0.7142598789 |
| Sum | 23457.322 |
| Variance | 1.168642611 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.389 | 198 | 2.0% |
| 1.39 | 194 | 1.9% |
| 1.391 | 192 | 1.9% |
| 1.392 | 163 | 1.6% |
| 1.388 | 140 | 1.4% |
| 1.662 | 113 | 1.1% |
| 1.659 | 111 | 1.1% |
| 1.66 | 110 | 1.1% |
| 1.661 | 108 | 1.1% |
| 1.657 | 100 | 1.0% |
| Other values (513) | 8571 |
| Value | Count | Frequency (%) |
| 1.093 | 3 | < 0.1% |
| 1.094 | 4 | |
| 1.095 | 5 | |
| 1.096 | 6 | |
| 1.097 | 7 | |
| 1.098 | 4 | |
| 1.099 | 4 | |
| 1.1 | 7 | |
| 1.101 | 8 | |
| 1.102 | 5 |
| Value | Count | Frequency (%) |
| 4.56 | 1 | < 0.1% |
| 4.558 | 2 | < 0.1% |
| 4.557 | 3 | |
| 4.556 | 4 | |
| 4.555 | 2 | < 0.1% |
| 4.554 | 4 | |
| 4.553 | 4 | |
| 4.552 | 3 | |
| 4.551 | 5 | |
| 4.55 | 7 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| 0.998 |
|---|
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.998 |
|---|---|
| 2nd row | 0.998 |
| 3rd row | 0.998 |
| 4th row | 0.998 |
| 5th row | 0.998 |
Common Values
| Value | Count | Frequency (%) |
| 0.998 | 10000 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0.998 | 10000 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
GT Compressor outlet air pressure (P2) [bar]
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 4000 |
|---|---|
| Distinct (%) | 40.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.2625967 |
| Minimum | 5.828 |
|---|---|
| Maximum | 23.14 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 5.828 |
|---|---|
| 5-th percentile | 6.40795 |
| Q1 | 7.445 |
| median | 11.086 |
| Q3 | 15.649 |
| 95-th percentile | 22.666 |
| Maximum | 23.14 |
| Range | 17.312 |
| Interquartile range (IQR) | 8.204 |
Descriptive statistics
| Standard deviation | 5.320817143 |
|---|---|
| Coefficient of variation (CV) | 0.4339062332 |
| Kurtosis | -0.8288692163 |
| Mean | 12.2625967 |
| Median Absolute Deviation (MAD) | 4.1405 |
| Skewness | 0.6357439058 |
| Sum | 122625.967 |
| Variance | 28.31109507 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6.575 | 10 | 0.1% |
| 7.53 | 9 | 0.1% |
| 7.479 | 9 | 0.1% |
| 7.545 | 9 | 0.1% |
| 7.487 | 8 | 0.1% |
| 7.416 | 8 | 0.1% |
| 7.452 | 8 | 0.1% |
| 7.443 | 8 | 0.1% |
| 7.559 | 8 | 0.1% |
| 7.552 | 8 | 0.1% |
| Other values (3990) | 9915 |
| Value | Count | Frequency (%) |
| 5.828 | 1 | < 0.1% |
| 5.829 | 2 | |
| 5.83 | 1 | < 0.1% |
| 5.831 | 1 | < 0.1% |
| 5.832 | 3 | |
| 5.833 | 2 | |
| 5.834 | 1 | < 0.1% |
| 5.835 | 1 | < 0.1% |
| 5.836 | 1 | < 0.1% |
| 5.839 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 23.14 | 1 | |
| 23.133 | 1 | |
| 23.126 | 1 | |
| 23.12 | 1 | |
| 23.112 | 1 | |
| 23.106 | 1 | |
| 23.105 | 1 | |
| 23.099 | 1 | |
| 23.092 | 1 | |
| 23.084 | 1 |
Gas Turbine exhaust gas pressure (Pexh) [bar]
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 19 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.029402 |
| Minimum | 1.019 |
|---|---|
| Maximum | 1.052 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 1.019 |
|---|---|
| 5-th percentile | 1.019 |
| Q1 | 1.02 |
| median | 1.026 |
| Q3 | 1.036 |
| 95-th percentile | 1.05 |
| Maximum | 1.052 |
| Range | 0.033 |
| Interquartile range (IQR) | 0.016 |
Descriptive statistics
| Standard deviation | 0.01035334319 |
|---|---|
| Coefficient of variation (CV) | 0.01005762879 |
| Kurtosis | -0.6401060315 |
| Mean | 1.029402 |
| Median Absolute Deviation (MAD) | 0.006 |
| Skewness | 0.7799309476 |
| Sum | 10294.02 |
| Variance | 0.0001071917152 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.019 | 1615 | |
| 1.02 | 1513 | |
| 1.026 | 814 | |
| 1.03 | 744 | 7.4% |
| 1.023 | 636 | 6.4% |
| 1.036 | 585 | 5.9% |
| 1.041 | 552 | 5.5% |
| 1.042 | 547 | 5.5% |
| 1.035 | 542 | 5.4% |
| 1.022 | 497 | 5.0% |
| Other values (9) | 1955 |
| Value | Count | Frequency (%) |
| 1.019 | 1615 | |
| 1.02 | 1513 | |
| 1.021 | 218 | 2.2% |
| 1.022 | 497 | 5.0% |
| 1.023 | 636 | 6.4% |
| 1.026 | 814 | |
| 1.027 | 294 | 2.9% |
| 1.03 | 744 | |
| 1.031 | 344 | 3.4% |
| 1.035 | 542 | 5.4% |
| Value | Count | Frequency (%) |
| 1.052 | 121 | 1.2% |
| 1.051 | 358 | |
| 1.05 | 355 | |
| 1.049 | 254 | |
| 1.043 | 9 | 0.1% |
| 1.042 | 547 | |
| 1.041 | 552 | |
| 1.04 | 2 | < 0.1% |
| 1.036 | 585 | |
| 1.035 | 542 |
Turbine Injecton Control (TIC) [%]
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 7403 |
|---|---|
| Distinct (%) | 74.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 33.4807154 |
| Minimum | 0 |
|---|---|
| Maximum | 92.556 |
| Zeros | 626 |
| Zeros (%) | 6.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 13.534 |
| median | 25.2495 |
| Q3 | 44.5 |
| 95-th percentile | 89.4492 |
| Maximum | 92.556 |
| Range | 92.556 |
| Interquartile range (IQR) | 30.966 |
Descriptive statistics
| Standard deviation | 25.7217254 |
|---|---|
| Coefficient of variation (CV) | 0.7682549518 |
| Kurtosis | -0.07396039598 |
| Mean | 33.4807154 |
| Median Absolute Deviation (MAD) | 13.171 |
| Skewness | 0.9053433904 |
| Sum | 334807.154 |
| Variance | 661.6071573 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 626 | 6.3% |
| 12.492 | 10 | 0.1% |
| 12.008 | 10 | 0.1% |
| 12.762 | 9 | 0.1% |
| 12.224 | 9 | 0.1% |
| 12.593 | 9 | 0.1% |
| 12.728 | 9 | 0.1% |
| 12.475 | 9 | 0.1% |
| 12.542 | 9 | 0.1% |
| 12.576 | 8 | 0.1% |
| Other values (7393) | 9292 |
| Value | Count | Frequency (%) |
| 0 | 626 | |
| 0.013 | 1 | < 0.1% |
| 0.019 | 1 | < 0.1% |
| 0.029 | 1 | < 0.1% |
| 0.033 | 1 | < 0.1% |
| 0.041 | 1 | < 0.1% |
| 0.046 | 1 | < 0.1% |
| 0.066 | 1 | < 0.1% |
| 0.086 | 1 | < 0.1% |
| 0.088 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 92.556 | 1 | |
| 92.476 | 1 | |
| 92.448 | 1 | |
| 92.397 | 1 | |
| 92.369 | 1 | |
| 92.342 | 1 | |
| 92.317 | 1 | |
| 92.29 | 1 | |
| 92.261 | 1 | |
| 92.238 | 1 |
Fuel flow (mf) [kg/s]
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 694 |
|---|---|
| Distinct (%) | 6.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6591004 |
| Minimum | 0.068 |
|---|---|
| Maximum | 1.832 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0.068 |
|---|---|
| 5-th percentile | 0.134 |
| Q1 | 0.246 |
| median | 0.496 |
| Q3 | 0.881 |
| 95-th percentile | 1.771 |
| Maximum | 1.832 |
| Range | 1.764 |
| Interquartile range (IQR) | 0.635 |
Descriptive statistics
| Standard deviation | 0.5047905955 |
|---|---|
| Coefficient of variation (CV) | 0.7658781507 |
| Kurtosis | -0.05625338919 |
| Mean | 0.6591004 |
| Median Absolute Deviation (MAD) | 0.264 |
| Skewness | 1.00949829 |
| Sum | 6591.004 |
| Variance | 0.2548135453 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.242 | 78 | 0.8% |
| 0.241 | 77 | 0.8% |
| 0.244 | 68 | 0.7% |
| 0.243 | 68 | 0.7% |
| 0.24 | 68 | 0.7% |
| 0.245 | 64 | 0.6% |
| 0.238 | 64 | 0.6% |
| 0.246 | 61 | 0.6% |
| 0.239 | 59 | 0.6% |
| 0.247 | 56 | 0.6% |
| Other values (684) | 9337 |
| Value | Count | Frequency (%) |
| 0.068 | 1 | < 0.1% |
| 0.069 | 2 | < 0.1% |
| 0.07 | 6 | |
| 0.071 | 3 | < 0.1% |
| 0.072 | 10 | |
| 0.073 | 5 | |
| 0.074 | 5 | |
| 0.075 | 6 | |
| 0.076 | 5 | |
| 0.077 | 8 |
| Value | Count | Frequency (%) |
| 1.832 | 1 | < 0.1% |
| 1.831 | 1 | < 0.1% |
| 1.83 | 1 | < 0.1% |
| 1.829 | 1 | < 0.1% |
| 1.828 | 2 | |
| 1.827 | 2 | |
| 1.826 | 3 | |
| 1.825 | 2 | |
| 1.824 | 3 | |
| 1.823 | 3 |
GT Compressor decay state coefficient.
Real number (ℝ≥0)
| Distinct | 51 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9750208 |
| Minimum | 0.95 |
|---|---|
| Maximum | 1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0.95 |
|---|---|
| 5-th percentile | 0.952 |
| Q1 | 0.962 |
| median | 0.975 |
| Q3 | 0.988 |
| 95-th percentile | 0.998 |
| Maximum | 1 |
| Range | 0.05 |
| Interquartile range (IQR) | 0.026 |
Descriptive statistics
| Standard deviation | 0.01473394979 |
|---|---|
| Coefficient of variation (CV) | 0.01511142099 |
| Kurtosis | -1.201672776 |
| Mean | 0.9750208 |
| Median Absolute Deviation (MAD) | 0.013 |
| Skewness | 0.005292485974 |
| Sum | 9750.208 |
| Variance | 0.0002170892763 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.963 | 208 | 2.1% |
| 0.998 | 207 | 2.1% |
| 0.969 | 206 | 2.1% |
| 0.951 | 205 | 2.1% |
| 0.98 | 205 | 2.1% |
| 0.959 | 205 | 2.1% |
| 0.982 | 205 | 2.1% |
| 0.977 | 204 | 2.0% |
| 0.953 | 202 | 2.0% |
| 0.968 | 202 | 2.0% |
| Other values (41) | 7951 |
| Value | Count | Frequency (%) |
| 0.95 | 184 | |
| 0.951 | 205 | |
| 0.952 | 187 | |
| 0.953 | 202 | |
| 0.954 | 194 | |
| 0.955 | 200 | |
| 0.956 | 197 | |
| 0.957 | 188 | |
| 0.958 | 195 | |
| 0.959 | 205 |
| Value | Count | Frequency (%) |
| 1 | 202 | |
| 0.999 | 202 | |
| 0.998 | 207 | |
| 0.997 | 196 | |
| 0.996 | 192 | |
| 0.995 | 200 | |
| 0.994 | 194 | |
| 0.993 | 193 | |
| 0.992 | 193 | |
| 0.991 | 195 |
GT Turbine decay state coefficient.
Real number (ℝ≥0)
| Distinct | 26 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.987455 |
| Minimum | 0.975 |
|---|---|
| Maximum | 1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0.975 |
|---|---|
| 5-th percentile | 0.976 |
| Q1 | 0.981 |
| median | 0.987 |
| Q3 | 0.994 |
| 95-th percentile | 0.999 |
| Maximum | 1 |
| Range | 0.025 |
| Interquartile range (IQR) | 0.013 |
Descriptive statistics
| Standard deviation | 0.007509541552 |
|---|---|
| Coefficient of variation (CV) | 0.007604945594 |
| Kurtosis | -1.204308551 |
| Mean | 0.987455 |
| Median Absolute Deviation (MAD) | 0.006 |
| Skewness | 0.008138611445 |
| Sum | 9874.55 |
| Variance | 5.639321432 × 10-5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.984 | 395 | 4.0% |
| 0.981 | 394 | 3.9% |
| 0.975 | 393 | 3.9% |
| 0.977 | 392 | 3.9% |
| 0.976 | 391 | 3.9% |
| 0.999 | 390 | 3.9% |
| 0.983 | 389 | 3.9% |
| 0.996 | 388 | 3.9% |
| 0.997 | 387 | 3.9% |
| 0.991 | 387 | 3.9% |
| Other values (16) | 6094 |
| Value | Count | Frequency (%) |
| 0.975 | 393 | |
| 0.976 | 391 | |
| 0.977 | 392 | |
| 0.978 | 384 | |
| 0.979 | 376 | |
| 0.98 | 381 | |
| 0.981 | 394 | |
| 0.982 | 385 | |
| 0.983 | 389 | |
| 0.984 | 395 |
| Value | Count | Frequency (%) |
| 1 | 377 | |
| 0.999 | 390 | |
| 0.998 | 385 | |
| 0.997 | 387 | |
| 0.996 | 388 | |
| 0.995 | 372 | |
| 0.994 | 379 | |
| 0.993 | 376 | |
| 0.992 | 379 | |
| 0.991 | 387 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| Lever position (lp) [ ] | Ship speed (v) [knots] | Gas Turbine shaft torque (GTT) [kN m] | Gas Turbine rate of revolutions (GTn) [rpm] | Gas Generator rate of revolutions (GGn) [rpm] | Starboard Propeller Torque (Ts) [kN] | Port Propeller Torque (Tp) [kN] | HP Turbine exit temperature (T48) [C] | GT Compressor inlet air temperature (T1) [C] | GT Compressor outlet air temperature (T2) [C] | HP Turbine exit pressure (P48) [bar] | GT Compressor inlet air pressure (P1) [bar] | GT Compressor outlet air pressure (P2) [bar] | Gas Turbine exhaust gas pressure (Pexh) [bar] | Turbine Injecton Control (TIC) [%] | Fuel flow (mf) [kg/s] | GT Compressor decay state coefficient. | GT Turbine decay state coefficient. | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 9.300 | 27.0 | 72762.205 | 3560.393 | 9753.812 | 644.806 | 644.806 | 1086.583 | 288.0 | 780.304 | 4.523 | 0.998 | 22.879 | 1.050 | 90.435 | 1.790 | 0.973 | 0.978 |
| 1 | 6.175 | 18.0 | 29760.552 | 2306.825 | 8780.012 | 246.011 | 246.011 | 776.921 | 288.0 | 665.511 | 2.518 | 0.998 | 13.438 | 1.030 | 34.596 | 0.685 | 0.995 | 0.975 |
| 2 | 3.144 | 9.0 | 8375.774 | 1386.739 | 7051.621 | 60.318 | 60.318 | 589.764 | 288.0 | 580.587 | 1.392 | 0.998 | 7.566 | 1.020 | 12.477 | 0.247 | 0.980 | 0.978 |
| 3 | 3.144 | 9.0 | 8377.589 | 1386.748 | 7098.469 | 60.339 | 60.339 | 570.651 | 288.0 | 576.565 | 1.390 | 0.998 | 7.409 | 1.021 | 11.678 | 0.231 | 0.984 | 1.000 |
| 4 | 6.175 | 18.0 | 29761.091 | 2306.825 | 8782.024 | 246.021 | 246.021 | 769.855 | 288.0 | 663.682 | 2.518 | 0.998 | 13.374 | 1.031 | 34.154 | 0.676 | 0.998 | 0.980 |
| 5 | 7.148 | 21.0 | 38990.324 | 2678.068 | 9126.509 | 332.301 | 332.301 | 837.934 | 288.0 | 693.706 | 2.972 | 0.998 | 15.649 | 1.035 | 44.862 | 0.888 | 0.967 | 0.980 |
| 6 | 8.206 | 24.0 | 50994.854 | 3087.533 | 9311.074 | 438.083 | 438.083 | 930.553 | 288.0 | 734.485 | 3.582 | 0.998 | 18.502 | 1.041 | 60.855 | 1.205 | 0.968 | 0.984 |
| 7 | 6.175 | 18.0 | 29798.156 | 2307.217 | 8847.578 | 246.318 | 246.318 | 769.867 | 288.0 | 669.416 | 2.495 | 0.998 | 13.028 | 1.030 | 33.814 | 0.669 | 0.956 | 1.000 |
| 8 | 7.148 | 21.0 | 38999.258 | 2678.058 | 9121.944 | 332.401 | 332.401 | 816.202 | 288.0 | 686.368 | 2.979 | 0.998 | 15.558 | 1.036 | 43.461 | 0.861 | 0.986 | 0.989 |
| 9 | 9.300 | 27.0 | 72779.442 | 3560.436 | 9789.399 | 644.966 | 644.966 | 1090.551 | 288.0 | 784.201 | 4.477 | 0.998 | 22.250 | 1.049 | 89.860 | 1.779 | 0.955 | 0.997 |
Last rows
| Lever position (lp) [ ] | Ship speed (v) [knots] | Gas Turbine shaft torque (GTT) [kN m] | Gas Turbine rate of revolutions (GTn) [rpm] | Gas Generator rate of revolutions (GGn) [rpm] | Starboard Propeller Torque (Ts) [kN] | Port Propeller Torque (Tp) [kN] | HP Turbine exit temperature (T48) [C] | GT Compressor inlet air temperature (T1) [C] | GT Compressor outlet air temperature (T2) [C] | HP Turbine exit pressure (P48) [bar] | GT Compressor inlet air pressure (P1) [bar] | GT Compressor outlet air pressure (P2) [bar] | Gas Turbine exhaust gas pressure (Pexh) [bar] | Turbine Injecton Control (TIC) [%] | Fuel flow (mf) [kg/s] | GT Compressor decay state coefficient. | GT Turbine decay state coefficient. | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9990 | 5.140 | 15.0 | 21632.757 | 1924.315 | 8484.844 | 175.274 | 175.274 | 719.972 | 288.0 | 641.378 | 2.082 | 0.998 | 11.172 | 1.026 | 25.808 | 0.511 | 0.964 | 0.979 |
| 9991 | 1.138 | 3.0 | 4043.572 | 1369.460 | 6605.120 | 8.596 | 8.596 | 559.875 | 288.0 | 559.331 | 1.239 | 0.998 | 6.726 | 1.019 | 9.143 | 0.205 | 0.999 | 0.980 |
| 9992 | 7.148 | 21.0 | 38993.298 | 2678.062 | 9124.038 | 332.248 | 332.248 | 837.996 | 288.0 | 693.121 | 2.975 | 0.998 | 15.693 | 1.035 | 44.919 | 0.889 | 0.970 | 0.978 |
| 9993 | 5.140 | 15.0 | 21637.633 | 1924.346 | 8506.131 | 175.341 | 175.341 | 706.761 | 288.0 | 639.818 | 2.075 | 0.998 | 10.971 | 1.026 | 25.009 | 0.495 | 0.958 | 0.996 |
| 9994 | 2.088 | 6.0 | 6643.926 | 1384.715 | 6827.383 | 29.747 | 29.747 | 588.510 | 288.0 | 570.456 | 1.325 | 0.998 | 7.076 | 1.020 | 4.017 | 0.243 | 0.981 | 1.000 |
| 9995 | 2.088 | 6.0 | 5858.780 | 1349.023 | 6736.273 | 23.171 | 23.171 | 581.017 | 288.0 | 564.922 | 1.294 | 0.998 | 6.991 | 1.019 | 21.583 | 0.245 | 0.999 | 0.988 |
| 9996 | 5.140 | 15.0 | 21633.743 | 1924.349 | 8497.158 | 175.288 | 175.288 | 696.232 | 288.0 | 635.894 | 2.078 | 0.998 | 10.947 | 1.026 | 24.481 | 0.485 | 0.971 | 1.000 |
| 9997 | 8.206 | 24.0 | 50994.819 | 3087.555 | 9324.455 | 438.051 | 438.051 | 928.531 | 288.0 | 737.443 | 3.560 | 0.998 | 18.200 | 1.041 | 60.306 | 1.194 | 0.953 | 0.996 |
| 9998 | 6.175 | 18.0 | 29761.078 | 2306.850 | 8793.302 | 245.973 | 245.973 | 783.490 | 288.0 | 668.558 | 2.513 | 0.998 | 13.412 | 1.030 | 34.919 | 0.691 | 0.982 | 0.975 |
| 9999 | 8.206 | 24.0 | 50990.504 | 3087.329 | 9300.796 | 438.031 | 438.031 | 929.296 | 288.0 | 731.610 | 3.597 | 0.998 | 18.694 | 1.041 | 61.034 | 1.208 | 0.981 | 0.977 |